| StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization | Nov 3, 2020 | Spectral Reconstructiontext-to-speech | CodeCode Available | 1 |
| High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation | Nov 3, 2020 | Causal Inferencefeature selection | —Unverified | 0 |
| Punctuation Restoration using Transformer Models for High-and Low-Resource Languages | Nov 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| High Performance Natural Language Processing | Nov 1, 2020 | Knowledge DistillationQuantization | —Unverified | 0 |
| Log(Graph): A Near-Optimal High-Performance Graph Representation | Oct 29, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-dimensional inference: a statistical mechanics perspective | Oct 28, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Siamese NestedUNet Networks for Change Detection of High Resolution Satellite Image | Oct 27, 2020 | Change DetectionChange detection for remote sensing images | CodeCode Available | 1 |
| Range-Net: A High Precision Streaming SVD for Big Data Applications | Oct 27, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Expert Selection in High-Dimensional Markov Decision Processes | Oct 26, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Acceleration Reinforcement Learning for Real-World Juggling with Binary Rewards | Oct 26, 2020 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Wavelet Flow: Fast Training of High Resolution Normalizing Flows | Oct 26, 2020 | GPUSuper-Resolution | CodeCode Available | 0 |
| Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors | Oct 24, 2020 | Computational Efficiencyregression | —Unverified | 0 |
| LightSeq: A High Performance Inference Library for Transformers | Oct 23, 2020 | GPUMachine Translation | CodeCode Available | 2 |
| Representation Learning for High-Dimensional Data Collection under Local Differential Privacy | Oct 23, 2020 | DenoisingRepresentation Learning | —Unverified | 0 |
| Spike and slab variational Bayes for high dimensional logistic regression | Oct 22, 2020 | Bayesian InferenceModel Selection | —Unverified | 0 |
| NU-GAN: High resolution neural upsampling with GAN | Oct 22, 2020 | Audio GenerationSpeech Synthesis | —Unverified | 0 |
| High resolution weakly supervised localization architectures for medical images | Oct 22, 2020 | SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Deep Learning for Efficient Reconstruction of High-Resolution Turbulent DNS Data | Oct 21, 2020 | Deep LearningImage Super-Resolution | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds | Oct 21, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| High-Capacity Complex Convolutional Neural Networks For I/Q Modulation Classification | Oct 21, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Synthesis of High-Purity Solid SiO2 Nanodumbbells via Induced Aggregation | Oct 21, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Promoting High Diversity Ensemble Learning with EnsembleBench | Oct 20, 2020 | BenchmarkingDiversity | CodeCode Available | 1 |
| On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians | Oct 19, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| GANs for learning from very high class conditional noisy labels | Oct 19, 2020 | Binary ClassificationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Robust High Dimensional Expectation Maximization Algorithm via Trimmed Hard Thresholding | Oct 19, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Light Stage Super-Resolution: Continuous High-Frequency Relighting | Oct 17, 2020 | Super-ResolutionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Robust Face Alignment by Multi-order High-precision Hourglass Network | Oct 17, 2020 | Face Alignmentregression | —Unverified | 0 |
| Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation | Oct 16, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| Deep image prior for undersampling high-speed photoacoustic microscopy | Oct 15, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly | Oct 15, 2020 | OpenAI GymVocal Bursts Intensity Prediction | —Unverified | 0 |
| CIMON: Towards High-quality Hash Codes | Oct 15, 2020 | Computational EfficiencyImage Augmentation | —Unverified | 0 |
| Human-interpretable model explainability on high-dimensional data | Oct 14, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Sample and Computationally Efficient Stochastic Kriging in High Dimensions | Oct 14, 2020 | Computational EfficiencyVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Order Oracle Complexity of Smooth and Strongly Convex Optimization | Oct 13, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Fidelity 3D Digital Human Head Creation from RGB-D Selfies | Oct 12, 2020 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Physically constrained causal noise models for high-contrast imaging of exoplanets | Oct 12, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education | Oct 11, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Algorithmic Frameworks for the Detection of High Density Anomalies | Oct 9, 2020 | Anomaly DetectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| High-order Semantic Role Labeling | Oct 9, 2020 | Semantic Role LabelingVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search | Oct 9, 2020 | Neural Architecture SearchQuantization | CodeCode Available | 1 |
| High-Order Relation Construction and Mining for Graph Matching | Oct 9, 2020 | Graph MatchingRelation | —Unverified | 0 |
| HECT: High-Dimensional Ensemble Consistency Testing for Climate Models | Oct 8, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Actor-Critic Algorithm for High-dimensional Partial Differential Equations | Oct 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| High-Capacity Expert Binary Networks | Oct 7, 2020 | BinarizationClassification with Binary Neural Network | CodeCode Available | 1 |
| Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration | Oct 6, 2020 | Dimensionality ReductionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Kernel regression in high dimensions: Refined analysis beyond double descent | Oct 6, 2020 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High Speed Event Camera TRacking | Oct 6, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Parameter Optimization using high-dimensional Bayesian Optimization | Oct 5, 2020 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| Robust High-dimensional Memory-augmented Neural Networks | Oct 5, 2020 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| Multi-Level Evolution Strategies for High-Resolution Black-Box Control | Oct 4, 2020 | global-optimizationVocal Bursts Intensity Prediction | —Unverified | 0 |